Home / j-star-films-studios / vibecode-protocol-suite · assets/.agent/skills/unslop/SKILL.md · GitHub

unslop skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, same audit grade.

unslop is agent-read markdown (skill) from j-star-films-studios/vibecode-protocol-suite: Use when writing any text, chat responses, documentation, UI copy, or skill instructions. Cuts AI tells, filler, and jargon while adding human voice..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Unslop

Edit text to remove AI patterns and add human voice.

## Process

1. Scan for the patterns below.
2. Rewrite. Preserve meaning, match intended tone.
3. Add soul (see next section).
4. Self-audit: "What makes this obviously AI generated?" Fix remaining tells.

## Adding soul

Removing patterns is half the job. Sterile, voiceless writing is just as obvious.

- **Have opinions.** React to facts instead of neutrally listing pros and cons.
- **Vary rhythm.** Short sentences. Then longer ones that take their time. Mix it up.
- **Acknowledge complexity.** "Impressive but also kind of unsettling" beats "impressive."
- **Use "I" when it fits.** First person isn't unprofessional.
- **Let some mess in.** Perfect structure looks machine-made.
- **Be specific.** Not "this is concerning" but "there's something unsettling about agents churning away at 3am."

## Patterns to detect and fix

### Content

1. **Puffery.** "pivotal moment", "testament to", "evolving landscape", "setting the stage for", "indelible mark", "deeply rooted". Cut puffery, state what happened.
2. **Name-dropping.** Listing media outlets without context. Pick one, say what was said.
…

Read the whole file at its exact version.

How to install

Latest version
mdr add j-star-films-studios/vibecode-protocol-suite/unslop@v1.0.0
Exact content
mdr add j-star-films-studios/vibecode-protocol-suite/unslop@sha256:517d233c61ac9720

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sknnsqmurnaab4cl.svg)](https://markdownregistry.com/a/art_sknnsqmurnaab4cl)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-10 ab0b788 6,759 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6759 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

j-star-films-studios/vibecode-protocol-suite · 24 stars · license ISC · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sknnsqmurnaab4cl
GET https://markdownregistry.com/api/v1/resolve?ref=j-star-films-studios/vibecode-protocol-suite/unslop
GET https://markdownregistry.com/api/v1/blob/517d233c61ac972045ce7b66ad6f93df00b0638e3260b927ed4c692f045928ae

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from j-star-films-studios/vibecode-protocol-suite

skill-curator skill
j-star-films-studios/vibecode-protocol-suite · .agents/skill-curator/SKILL.md · Use when adding, importing, reorganizing, renaming, or refactoring skills according to the Lean Unified Skills…
v1.0.0 · audit A · 24 stars
unslop skill
j-star-films-studios/vibecode-protocol-suite · .agents/skills/unslop/SKILL.md · Use when writing any text, chat responses, documentation, UI copy, or skill instructions. Cuts AI tells, filler, and…
v1.0.0 · audit A · 24 stars
AGENTS.md agents
j-star-films-studios/vibecode-protocol-suite · AGENTS.md
git:20260821.1b830a3 · audit A · 24 stars
AGENTS.md@assets/.agent/skills agents
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/AGENTS.md
git:20260912.a111be5 · audit A · 24 stars
agent-engineering skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/SKILL.md · Use when engineering LLM prompts, compiling skills from sources ('source-to-skill'), engineering expert systems…
v2.1.0 · audit A · 24 stars
arena skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/arena/SKILL.md · Spawn N parallel candidates at the same task, pick a base, graft the strongest parts of the losers into it. Use for…
git:20260821.1b830a3 · audit A · 24 stars
automate-me skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/automate-me/SKILL.md · Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a…
git:20260821.1b830a3 · audit A · 24 stars
to-spec skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/conversation-to-spec/SKILL.md · Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of…
git:20260821.1b830a3 · audit A · 24 stars
crafting-effective-readmes skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/crafting-effective-readmes/SKILL.md · Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to…
git:20260820.4dbe9e4 · audit A · 24 stars
create-verification-skill skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/create-verification-skill/SKILL.md · Generate a project-local verification skill that drives your app the way a user does — any language, framework, or…
git:20260821.1b830a3 · audit A · 24 stars
domain-modeling skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/domain-modeling/SKILL.md · Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md…
git:20260821.1b830a3 · audit A · 24 stars
expert-system-engineer skill
j-star-films-studios/vibecode-protocol-suite · assets/.agent/skills/agent-engineering/expert-system-engineer/SKILL.md · Use when engineering knowledge-based expert systems using CommonKADS methodology, MYCIN/EMYCIN rule patterns, certainty…
v1.0.0 · audit A · 24 stars

Every file in j-star-films-studios/vibecode-protocol-suite

Other files named unslop

unslop skill
cursor/plugins · pstack/skills/unslop/SKILL.md · Cut AI tells from any writing. Must always apply.
git:20260923.70b2dc8 · audit A · 8,499 stars
unslop skill
bastani-inc/atomic · packages/workflows/skills/unslop/SKILL.md · Cut AI tells from any writing. Must always apply.
git:20260823.cc40f7f · audit A · 820 stars
unslop skill
michael-denyer/pstack-claude · plugins/pstack/skills/unslop/SKILL.md · Cut AI tells from any writing. Must always apply.
git:20260923.4a3ef20 · audit A · 553 stars
unslop skill
backnotprop/pstack · skills/unslop/SKILL.md · Cut AI tells from any writing. Must always apply.
git:20260914.55bfdc2 · audit A · 418 stars
unslop skill
parcha-ai/parcha-skills · unslop/skills/unslop/SKILL.md · Cut AI tells from text you write or edit for a human reader (commit messages, PR titles and bodies, docs, code…
git:20260915.032c2e8 · audit A · 61 stars
unslop skill
j-star-films-studios/vibecode-protocol-suite · .agents/skills/unslop/SKILL.md · Use when writing any text, chat responses, documentation, UI copy, or skill instructions. Cuts AI tells, filler, and…
v1.0.0 · audit A · 24 stars
unslop skill
ulises-jeremias/agent-toolkit · plugins/agent-toolkit-complete/.github/skills/unslop/SKILL.md · Cut AI tells from any writing. Must always apply.
git:20260831.856ee57 · audit A · 18 stars
unslop skill
vanducng/skills · skills/unslop/SKILL.md · Cut AI tells from prose and add a human voice - PR bodies, docs, READMEs, blog/devlog posts, release notes, review…
v1.0.1 · audit A · 8 stars

Browse by kind, by grade A, or by owner.